MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54901 |
Hive Credit Broker
Claim
Broker-only credit/lending discovery shim for AI agents
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| 54902 |
Cortex
Claim
Cortex is a local-first MCP server that provides persistent, shared, semantical…
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| 54903 |
treesitter-mcp
Claim
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
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| 54904 |
Yanyue MCP
Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
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| 54905 |
Enables searching, reading, and listing pages from the official chezmoi documen…
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| 54906 |
A comprehensive MCP server for managing product initiatives, architecture decis…
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| 54907 |
ETABS MCP Server
Claim
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
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| 54908 |
Enables AI-powered web test automation with self-healing locators and automatic…
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| 54909 |
figma-comments-mcp
Claim
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
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| 54910 |
Enables macOS automation through 45 AppleScript-powered tools for system contro…
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| 54911 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
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| 54912 |
MCP Leave Management
Claim
Simulates a leave management workflow for employees and managers, including lea…
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| 54913 |
legis-link-mcp
Claim
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
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| 54914 |
datos.gob.do-MCP-server
Claim
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
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| 54915 |
solidworks-mcp
Claim
Enables AI (e.g., Claude) to control SolidWorks via natural language, automatin…
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| 54916 |
Moka MCP Server
Claim
Enables AI assistants to query Moka recruitment system data including candidate…
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| 54917 |
PPK2 MCP Server
Claim
Enables MCP clients to control a Nordic PPK2 for power profiling: configure sou…
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| 54918 |
Neo — AI/ML Engineering
Claim
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
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| 54919 |
RPG MCP Server
Claim
Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), su…
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| 54920 |
gmail-mcp-multi
Claim
A Gmail MCP server with native multi-account support, enabling management of mu…
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| 54921 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 54922 |
mcp-homedepot
Claim
A Model Context Protocol server for Home Depot Canada that exposes product sear…
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| 54923 |
jenkins-http-mcp-server
Claim
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
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| 54924 |
gridually-mcp
Claim
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 54925 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
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| 54926 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
|
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| 54927 |
Prometheux MCP Server
Claim
Enables AI agents like Claude to interact with Prometheux knowledge graphs and …
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| 54928 |
thClaws
Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
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| 54929 |
SpecQ MCP Server
Claim
Enables AI agents to generate structured intelligence reports for electronic ch…
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| 54930 |
ai-ops-mcp
Claim
ai-ops-mcp MCP server by MEOK AI Labs
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| 54931 |
Ares DevOps MCP Server
Claim
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
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| 54932 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 54933 |
Facebook MCP Server
Claim
Automates Facebook Page management via Graph API, enabling posting, comment mod…
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| 54934 |
AI-godot-mcp
Claim
Enables AI-driven game development by providing MCP tools to interact with the …
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| 54935 |
dart-notes-mcp
Claim
Enables precise search of financial statement footnotes from Korean DART electr…
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| 54936 |
agenticscope
Claim
A read-only MCP server that provides AI agents with live, structured workspace …
|
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| 54937 |
Herald MCP
Claim
Enables two AI assistants on different computers to communicate with each other…
|
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| 54938 |
Dispatch a human verifier to physically verify anything in the real world. For …
|
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| 54939 |
StarRocks MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server that enables int…
|
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| 54940 |
agent-device
Claim
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV ap…
|
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| 54941 |
mcp-server-sharepoint
Claim
MCP server that enables AI agents to read, edit, and manage SharePoint document…
|
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| 54942 |
api-mock-generator
Claim
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
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| 54943 |
mcp
Claim
Send, list, and delete file transfers via DropWarp and get a shareable download…
|
— | ||||||||
| 54944 |
Daily News MCP Server
Claim
Enables AI assistants to fetch news categories and hot news/tweets across vario…
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| 54945 |
LangSmith MCP Server
Claim
Enables read-only querying of LangSmith traces including runs, children, and UR…
|
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| 54946 |
ibkr-mcp-server
Claim
Expose IBKR account data, portfolio positions, orders, executions, contracts, a…
|
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| 54947 |
codemesh
Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
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| 54948 |
agent-mail-mcp
Claim
MCP server that lets AI agents create reviewable physical mail drafts, validate…
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| 54949 |
timemap-mcp
Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
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| 54950 |
artl-mcp
Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
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